A Real-Time Acoustic Observatory for Sperm-Whale Localization in the Eastern Mediterranean Sea

Author:

Skarsoulis Emmanuel K.,Piperakis George S.,Orfanakis Emmanuel,Papadakis Panagiotis,Pavlidi Despoina,Kalogerakis Michael A.,Alexiadou Paraskevi,Frantzis Alexandros

Abstract

A deep-water acoustic observatory for real-time detection and localization of vocalizing sperm whales was developed, deployed and operated for two 3-month periods in summer 2020 and 2021, off south-west Crete in the Eastern Mediterranean Sea, in the framework of the SAvEWhales project. Regular clicks, pulsed sounds produced by the diving animals, were detected and localized using a large-aperture array of three hydrophones suspended from surface buoys at depths of about 100 m and 1-2 km apart. Travel times of significant arrivals, arrivals with magnitude above a certain threshold, were extractedin situand transmitted, together with other supporting data,viamobile broadband to a land-based analysis center. Upon reception, the data from all buoys were combined to enable detection and 3D localization of vocalizing animals exploiting direct and surface-reflected arrivals and using a Bayesian approach. The large separations between hydrophones resulted in small localization uncertainties for ranges up to 7 km; on the other hand, they posed significant challenges related to synchronization and peak association between the buoys, as well as because of the directionality of sperm whale clicks. The integrated observing system which has been successfully tested in detecting and localizing sperm whales can have a significant effect in mitigating ship strikes on whales, the prominent threat for sperm whales in the Eastern Mediterranean Sea, by providing information about the presence and location of the animals in real time. The design and implementation, as well as results from the operation and validation of the acoustic observatory are presented.

Publisher

Frontiers Media SA

Subject

Ocean Engineering,Water Science and Technology,Aquatic Science,Global and Planetary Change,Oceanography

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Detecting the Presence of Sperm Whales' Echolocation Clicks in Noisy Environments;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024

2. Towards Harmonious Coexistence: A Bioacoustic-Driven Animal-Computer Interaction System for Preventing Ship Collisions with North Atlantic Right Whales;The Tenth International Conference on Animal-Computer Interaction;2023-12-04

3. An acoustic tracking model based on deep learning using two hydrophones and its reverberation transfer hypothesis, applied to whale tracking;Frontiers in Marine Science;2023-08-01

4. Convolutional Recurrent Neural Networks for the Classification of Cetacean Bioacoustic Patterns;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

5. Inter-Pulse Estimation for Sperm Whale Click Detection;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

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